Math Problem Statement
A successful basketball player has a height of 6 feet 10 inches, or 208 cm. Based on statistics from a data set, his height converts to the z score of 4.81. How many standard deviations is his height above the mean? Question content area bottom Part 1 The player's height is enter your response here standard deviation(s) above the mean. (Round to two decimal places as needed.)
Solution
We can use the formula for calculating the z-score to determine how many standard deviations a player's height is above the mean. The formula for the z-score is:
where:
- is the z-score,
- is the value (player's height),
- is the mean height,
- is the standard deviation.
In this case, we are given the player's z-score of . The z-score represents how many standard deviations the player's height is above or below the mean. Since the z-score is already provided as 4.81, this means:
So, the player's height is 4.81 standard deviations above the mean.
Would you like a breakdown of the formula or further explanation?
Here are 5 related questions to expand on this:
- How is the z-score interpreted in relation to probability distributions?
- If the player's height was 2 standard deviations above the mean, what would his z-score be?
- How can you calculate the mean and standard deviation from a given set of data?
- What does a negative z-score indicate about a value in relation to the mean?
- How can z-scores help in comparing values from different distributions?
Tip: Z-scores allow you to compare data points from different distributions by standardizing them in terms of their relative position to the mean.
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Math Problem Analysis
Mathematical Concepts
Statistics
Z-Score
Standard Deviation
Mean
Formulas
z = (x - μ) / σ
Theorems
Z-Score Formula
Suitable Grade Level
Grades 9-12
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